{"id":"https://openalex.org/W2521578706","doi":"https://doi.org/10.1145/2970930.2970950","title":"Improving Proactive Decision Making with Object Trend Displays","display_name":"Improving Proactive Decision Making with Object Trend Displays","publication_year":2016,"publication_date":"2016-09-05","ids":{"openalex":"https://openalex.org/W2521578706","doi":"https://doi.org/10.1145/2970930.2970950","mag":"2521578706"},"language":"en","primary_location":{"id":"doi:10.1145/2970930.2970950","is_oa":false,"landing_page_url":"https://doi.org/10.1145/2970930.2970950","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the European Conference on Cognitive Ergonomics","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://discovery.ucl.ac.uk/10026454/1/Dowell_Alex_Eftyhiou-%20Camera%20.Ready.%20Version.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5074264698","display_name":"Alex Eftychiou","orcid":null},"institutions":[{"id":"https://openalex.org/I45129253","display_name":"University College London","ror":"https://ror.org/02jx3x895","country_code":"GB","type":"education","lineage":["https://openalex.org/I124357947","https://openalex.org/I45129253"]}],"countries":["GB"],"is_corresponding":true,"raw_author_name":"Alex Eftychiou","raw_affiliation_strings":["Department of Computer Science, University College London, UK"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science, University College London, UK","institution_ids":["https://openalex.org/I45129253"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5113716669","display_name":"J.D. Dowell","orcid":null},"institutions":[{"id":"https://openalex.org/I45129253","display_name":"University College London","ror":"https://ror.org/02jx3x895","country_code":"GB","type":"education","lineage":["https://openalex.org/I124357947","https://openalex.org/I45129253"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"John Dowell","raw_affiliation_strings":["Department of Computer Science, University College London, UK"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science, University College London, UK","institution_ids":["https://openalex.org/I45129253"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5074264698"],"corresponding_institution_ids":["https://openalex.org/I45129253"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":true,"cited_by_count":0,"citation_normalized_percentile":{"value":0.09074126,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"4"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10799","display_name":"Data Visualization and Analytics","score":0.9959999918937683,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T10799","display_name":"Data Visualization and Analytics","score":0.9959999918937683,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10525","display_name":"Human-Automation Interaction and Safety","score":0.9868999719619751,"subfield":{"id":"https://openalex.org/subfields/3207","display_name":"Social Psychology"},"field":{"id":"https://openalex.org/fields/32","display_name":"Psychology"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T11810","display_name":"Complex Systems and Decision Making","score":0.98089998960495,"subfield":{"id":"https://openalex.org/subfields/1803","display_name":"Management Science and Operations Research"},"field":{"id":"https://openalex.org/fields/18","display_name":"Decision Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7509164810180664},{"id":"https://openalex.org/keywords/object","display_name":"Object (grammar)","score":0.6118452548980713},{"id":"https://openalex.org/keywords/task","display_name":"Task (project management)","score":0.610802412033081},{"id":"https://openalex.org/keywords/domain","display_name":"Domain (mathematical analysis)","score":0.6106017827987671},{"id":"https://openalex.org/keywords/domain-knowledge","display_name":"Domain knowledge","score":0.4843815267086029},{"id":"https://openalex.org/keywords/human\u2013computer-interaction","display_name":"Human\u2013computer interaction","score":0.46796542406082153},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.38197755813598633},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.36026614904403687},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.3547421395778656},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.3426724970340729}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7509164810180664},{"id":"https://openalex.org/C2781238097","wikidata":"https://www.wikidata.org/wiki/Q175026","display_name":"Object (grammar)","level":2,"score":0.6118452548980713},{"id":"https://openalex.org/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"score":0.610802412033081},{"id":"https://openalex.org/C36503486","wikidata":"https://www.wikidata.org/wiki/Q11235244","display_name":"Domain (mathematical analysis)","level":2,"score":0.6106017827987671},{"id":"https://openalex.org/C207685749","wikidata":"https://www.wikidata.org/wiki/Q2088941","display_name":"Domain knowledge","level":2,"score":0.4843815267086029},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.46796542406082153},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.38197755813598633},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.36026614904403687},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.3547421395778656},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.3426724970340729},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0},{"id":"https://openalex.org/C187736073","wikidata":"https://www.wikidata.org/wiki/Q2920921","display_name":"Management","level":1,"score":0.0},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"score":0.0},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1145/2970930.2970950","is_oa":false,"landing_page_url":"https://doi.org/10.1145/2970930.2970950","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the European Conference on Cognitive Ergonomics","raw_type":"proceedings-article"},{"id":"pmh:oai:eprints.ucl.ac.uk.OAI2:10026454","is_oa":true,"landing_page_url":"https://discovery.ucl.ac.uk/id/eprint/10026454/","pdf_url":"https://discovery.ucl.ac.uk/10026454/1/Dowell_Alex_Eftyhiou-%20Camera%20.Ready.%20Version.pdf","source":{"id":"https://openalex.org/S4306400024","display_name":"UCL Discovery (University College London)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I45129253","host_organization_name":"University College London","host_organization_lineage":["https://openalex.org/I45129253"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"     In:  Proceedings of the European Conference on Cognitive Ergonomics.    ACM publishing: New York, NY, USA. (2016)     ","raw_type":"Proceedings paper"}],"best_oa_location":{"id":"pmh:oai:eprints.ucl.ac.uk.OAI2:10026454","is_oa":true,"landing_page_url":"https://discovery.ucl.ac.uk/id/eprint/10026454/","pdf_url":"https://discovery.ucl.ac.uk/10026454/1/Dowell_Alex_Eftyhiou-%20Camera%20.Ready.%20Version.pdf","source":{"id":"https://openalex.org/S4306400024","display_name":"UCL Discovery (University College London)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I45129253","host_organization_name":"University College London","host_organization_lineage":["https://openalex.org/I45129253"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"     In:  Proceedings of the European Conference on Cognitive Ergonomics.    ACM publishing: New York, NY, USA. (2016)     ","raw_type":"Proceedings paper"},"sustainable_development_goals":[{"display_name":"Peace, Justice and strong institutions","id":"https://metadata.un.org/sdg/16","score":0.75}],"awards":[],"funders":[],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2521578706.pdf","grobid_xml":"https://content.openalex.org/works/W2521578706.grobid-xml"},"referenced_works_count":9,"referenced_works":["https://openalex.org/W1987591618","https://openalex.org/W1991803919","https://openalex.org/W1995330272","https://openalex.org/W2053229400","https://openalex.org/W2056565109","https://openalex.org/W2058384703","https://openalex.org/W2065091118","https://openalex.org/W2080802468","https://openalex.org/W2485639747"],"related_works":["https://openalex.org/W2737719445","https://openalex.org/W4239098401","https://openalex.org/W2732813147","https://openalex.org/W2143460112","https://openalex.org/W2042906257","https://openalex.org/W3196817267","https://openalex.org/W1583422155","https://openalex.org/W1649619740","https://openalex.org/W3213252596","https://openalex.org/W1534006406"],"abstract_inverted_index":{"Operators":[0],"of":[1,24,32,50,92,129,146,149,161,176],"dynamic":[2],"systems":[3],"often":[4],"use":[5],"time-series":[6,59],"data":[7,16,181],"to":[8,46,58,84,108,125,155,163,207],"support":[9],"their":[10],"diagnostic":[11],"and":[12,34,169,187],"proactive":[13],"decision-making.":[14],"Those":[15],"have":[17,53,126],"traditionally":[18],"been":[19,54],"displayed":[20],"in":[21,166],"the":[22,47,64,82,118,132,144,159,177],"form":[23],"separate":[25],"trend":[26],"charts,":[27],"for":[28,89,138,182],"example,":[29],"line":[30],"graphs":[31],"pressure":[33],"temperature":[35],"over":[36],"time.":[37],"Configural":[38],"object":[39,90],"displays":[40,91,175],"are":[41,185],"a":[42,100,103,136,140,150,167],"widely":[43],"advocated":[44],"approach":[45],"visual":[48,174],"integration":[49],"information":[51],"yet":[52],"applied":[55],"only":[56,210],"rarely":[57],"data.":[60,95],"One":[61],"example":[62],"was":[63],"'time":[65],"tunnel'":[66],"format":[67],"but":[68],"its":[69,76],"benefits":[70],"were":[71],"equivocal,":[72],"seemingly":[73],"compromised":[74],"by":[75],"graphical":[77,87],"complexity.":[78],"There":[79],"is":[80,191,205],"then":[81],"need":[83,154],"investigate":[85],"other":[86],"forms":[88],"time":[93,119,179],"series":[94,180],"This":[96],"research":[97],"will":[98],"require":[99],"microworld":[101,141],"representing":[102],"knowledge-rich":[104],"task":[105],"domain":[106,145,184],"accessible":[107,206],"multiple":[109],"participants":[110,124,208],"(the":[111],"nuclear":[112],"power":[113],"plant":[114],"simulation":[115],"used":[116],"with":[117,131,209],"tunnel":[120],"display":[121],"studies":[122],"required":[123],"20":[127],"hours":[128],"experience":[130],"system).":[133],"We":[134],"report":[135],"design":[137],"such":[139],"that":[142,203],"adopts":[143],"financial":[147],"control":[148],"business":[151],"where":[152],"decisions":[153],"be":[156],"made":[157],"about":[158,196],"pricing":[160],"products":[162],"optimize":[164],"returns":[165],"changing":[168],"sometimes":[170],"volatile":[171],"market.":[172],"Alternative":[173],"essential":[178],"this":[183],"possible":[186],"whilst":[188],"decision":[189],"making":[190],"knowledge":[192],"rich,":[193],"involving":[194],"reasoning":[195],"high":[197],"level":[198],"relationships,":[199],"pilot":[200],"tests":[201],"showed":[202],"it":[204],"moderate":[211],"training.":[212]},"counts_by_year":[],"updated_date":"2026-04-04T16:13:02.066488","created_date":"2025-10-10T00:00:00"}
